EP 4006790 A4 20221214 - INFERENCE DEVICE, INFERENCE METHOD, AND INFERENCE PROGRAM
Title (en)
INFERENCE DEVICE, INFERENCE METHOD, AND INFERENCE PROGRAM
Title (de)
INFERENZVORRICHTUNG, INFERENZVERFAHREN UND INFERENZPROGRAMM
Title (fr)
DISPOSITIF, PROCÉDÉ ET PROGRAMME D'INFÉRENCE
Publication
Application
Priority
- JP 2019137318 A 20190725
- JP 2020024998 W 20200625
Abstract (en)
[origin: EP4006790A1] An inference apparatus provides target data to multiple inference models to cause the inference models each derived from local learning data obtained in a different environment to perform predetermined inference to obtain an inference result from each of the inference models. The inference apparatus determines the value of each combining parameter using environment data, weights the inference result from each of the inference models using the determined value of each combining parameter, and combines the weighted inference result from each inference model together to generate an inference result in a target environment.
IPC 8 full level
G06N 3/00 (2006.01); G06N 20/00 (2019.01)
CPC (source: CN EP US)
G06N 3/006 (2013.01 - EP); G06N 3/044 (2023.01 - EP); G06N 3/045 (2023.01 - EP); G06N 3/08 (2013.01 - EP); G06N 20/00 (2019.01 - CN); G06N 20/20 (2019.01 - EP); G06T 7/0002 (2013.01 - US); G06T 7/0004 (2013.01 - CN EP); G06V 10/774 (2022.01 - US); G06V 10/82 (2022.01 - US); G06V 20/56 (2022.01 - US); G06N 3/047 (2023.01 - EP); G06T 2207/20081 (2013.01 - CN EP); G06T 2207/20084 (2013.01 - EP)
Citation (search report)
- [A] US 2018314975 A1 20181101 - ZANG HUI [US], et al
- [A] US 2019156247 A1 20190523 - FAULHABER JR THOMAS ALBERT [US], et al
- [A] US 2019126921 A1 20190502 - GWIN PAUL [US], et al
- [I] FACHANTIDIS ANESTIS ET AL: "Transferring task models in Reinforcement Learning agents", NEUROCOMPUTING, ELSEVIER, AMSTERDAM, NL, vol. 107, 2 November 2012 (2012-11-02), pages 23 - 32, XP028998534, ISSN: 0925-2312, DOI: 10.1016/J.NEUCOM.2012.08.039
- See also references of WO 2021014878A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
DOCDB simple family (publication)
EP 4006790 A1 20220601; EP 4006790 A4 20221214; CN 113939848 A 20220114; JP 2021022079 A 20210218; JP 7342491 B2 20230912; US 11941868 B2 20240326; US 2022358749 A1 20221110; WO 2021014878 A1 20210128
DOCDB simple family (application)
EP 20844908 A 20200625; CN 202080042676 A 20200625; JP 2019137318 A 20190725; JP 2020024998 W 20200625; US 202017620769 A 20200625